-68%

est. 2Y upside i

AI & MLSeries A

At autone, we envision a world without overproduction, defects, unnecessary transport, emissions, delays, and ill-informed decisions. Optimize your inventory decisions, avoid stockouts and boost your sales—all from one engine powered by clarity and intuition.

Rank

#1264

Sector

AI-powered Inventory Management SaaS

Est. Liquidity

~4Y

Data Quality

Data: Medium

Autone is a promising Series A AI-powered inventory management SaaS with a reasonable 7x revenue multiple ($12M revenue, $84M valuation) in a large, growing market.

Last updated: March 10, 2026

Bull (25%)+300%

Autone establishes clear market leadership in AI-powered inventory for mid-market and luxury retail, expanding its customer base beyond 50 global brands and successfully integrating with major ERP systems. Revenue grows to $50M+ by 2028, justifying a $300M+ valuation at 6x revenue, driven by strong ROI for customers and continued product innovation.

Base (45%)+50%

Autone continues to grow steadily, securing a solid niche in the retail and CPG inventory management space, reaching $25M-$30M in revenue by 2028. It maintains its competitive differentiation with proprietary AI but faces ongoing pressure from larger incumbents, leading to an acquisition at a modest premium to its current valuation, around $120M-$130M.

Bear (30%)-75%

Aggressive moves by incumbents like Anaplan, Blue Yonder, or ERP giants like SAP/Oracle offering similar AI features at lower price points, or a slowdown in retail tech spending, stifles Autone's growth. Revenue stagnates around $15M-$20M, leading to a down round or a distressed acquisition at a valuation of $20M-$30M, significantly impacting common stock value due to $24M in liquidation preferences.

Est. time to liquidity~4.0 years

Preference Stack Risk

high

Funding Intensity

28%

Investors hold $24M in liquidation preferences. In an exit at or below $84M, common stock holders would be significantly impacted.

Dilution Risk

high

As a Series A company, Autone will likely raise additional funding rounds (Series B, C) before a liquidity event, which will dilute existing equity holders.

Secondary Liquidity

none

At the Series A stage, there is typically no active secondary market for employee equity.

Questions to Ask at the Interview

Strategic questions based on autone's data — designed to show you've done your homework.

  • 1

    “Autone faces competition from established players like Anaplan, Blue Yonder, and Relex, as well as ERP giants like SAP and Oracle. How is the team thinking about maintaining its differentiation and capturing market share against these well-resourced incumbents, especially as they integrate more AI into their offerings?”

  • 2

    “With $12M in revenue and a $84M valuation, what are the key milestones the company is targeting over the next 18-24 months to justify a significant step-up in valuation for a Series B or C round, particularly concerning customer acquisition beyond the current 50 global brands and expansion into the US and Europe?”

  • 3

    “Given the $24M in total funding and the current Series A stage, how does the company envision the path to liquidity for employees holding common stock or options, and what are the expectations regarding future dilution and the potential for secondary liquidity events?”

Community

Valuation Sentiment

Our model estimates -68% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.